| Data without feature selection | Data with feature selection | ||
Before tune-up | After tune-up | Before tune-up | After tune-up | |
Accuracy of the test data set | 0.8084 | 0.8110 | 0.8136 | 0.8215 |
Precision | 0.8086 | 0.8114 | 0.8154 | 0.8219 |
Recall | 0.8084 | 0.8110 | 0.8136 | 0.8215 |
F1_score | 0.8085 | 0.8112 | 0.8142 | 0.8217 |
Roc_auc score | 0.8659 | 0.8612 | 0.8620 | 0.8708 |